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SYSTEM AND METHOD FOR THE AUTOMATIC GENERATION OF MODELS OF CLINICAL GUIDELINES IN HEALTHCARE

Publishing Venue

The IP.com Prior Art Database

Abstract

The present invention proposes a technique to generate model of clinical guidelines in healthcare. The technique includes a clinical guidelines utilized as an input to natural language processing module which build-up ontology. Ontology generates necessary dictionary and text rules. Based on the text rules and supported by developed dictionary, a text-mining module is run to generate syntax and semantics to mark up different components of role activity diagrams (RAD). Development of automated service delivery model is an important step for widespread healthcare application and utilized for healthcare service providers.

Country

Undisclosed

Language

English (United States)

This text was extracted from a Microsoft Word document.

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This is the abbreviated version, containing approximately
53% of the total text.

SYSTEM AND METHOD FOR
THE AUTOMATIC GENERATION OF MODELS OF CLINICAL GUIDELINES IN HEALTHCARE

FIELD OF INVENTION

The invention
generally relates to clinical guidelines and more particularly to a technique
for automatic generation of models of clinical guidelines in healthcare domain.

BACKGROUND
OF THE INVENTION

Currently,
healthcare domain includes large amount of variations in service delivery to a patient.
Largely, variations occur due to non-standardized or unstructured environment
for service delivery within hospitals. Research community in healthcare is
involved in developing best care plans or clinical guidelines for various types
of diseases or patient conditions based on available medical knowledge or
practice. Clinical guidelines are techniques for standardization and uniform
improvement of quality healthcare delivery. However, developing service
delivery models from comprehensive text based clinical guidelines is difficult
and requires manual interventions. However, manual steps are time consuming and
expensive, as this requires experts from both medical and engineering
background, which include physician and knowledge engineers.

A conventional technique includes a natural language processing technology
required for processing of medical record. However, the conventional technique
does not allow development of clinical improvement.

It would be desirable to have an efficient
technique to allow development of clinical improvement.

BRIEF
DESCRIPTION OF THE INVENTION

The present invention proposes a technique to generate
model of clinical guidelines in healthcare. The technique includes clinical
guidelines utilized as an input to natural language processing module which
build-up ontology. Ontology generates necessary dictionary and text rules.

DETAILED
DESCRIPTION OF THE INVENTION

The present invention proposes a technique to generate
model of clinical guidelines in healthcare. The technique includes a clinical
guidelines utilized as an input to natural lan...